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Publishing statisti...
Publishing statistical models : Getting the most out of particle physics experiments
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- Cranmer, Kyle (author)
- New York University
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- Kraml, Sabine (author)
- Laboratoire de Physique Subatomique et de Cosmologie de Grenoble
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- Prosper, Harrison B. (author)
- Florida State University
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- Bechtle, Philip (author)
- University of Bonn
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- Bernlochner, Florian U. (author)
- University of Bonn
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- Bloch, Itay M. (author)
- Tel-Aviv University,University of Cambridge
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- Canonero, Enzo (author)
- University of Genoa
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- Chrzaszcz, Marcin (author)
- Henryk Niewodniczanski Institute of Nuclear Physics of the Polish Academy of Sciences
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- Coccaro, Andrea (author)
- INFN Section of Genova
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- Conrad, Jan (author)
- Stockholm University,Stockholms universitet,Fysikum,Oskar Klein-centrum för kosmopartikelfysik (OKC)
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- Cowan, Glen (author)
- Royal Holloway University of London
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- Feickert, Matthew (author)
- University of Illinois at Urbana-Champaign
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- Ferreiro, Nahuel F. (author)
- Max Planck Institut fur Physik (Werner-Heisenberg-Institut)
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- Fowlie, Andrew (author)
- Nanjing Normal University
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- Heinrich, Lukas (author)
- CERN
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- Held, Alexander (author)
- New York University
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- Kuhr, Thomas (author)
- Ludwig-Maximilian University of Munich
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- Kvellestad, Anders (author)
- University of Oslo
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Madigan, Maeve (author)
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- Mahmoudi, Farvah (author)
- CERN,University of Lyon
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- Morå, Knut D. (author)
- Columbia University
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- Neubauer, Mark S. (author)
- University of Illinois at Urbana-Champaign,Kyungpook National University
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- Pierini, Maurizio (author)
- CERN
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- Rojo, Juan (author)
- INFN Section of Genova
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Sekmen, Sezen (author)
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- Silvestrini, Luca (author)
- Istituto Nazionale di Fisica Nucleare
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- Sanz, Veronica (author)
- University of Sussex,University of Valencia
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- Stark, Giordon (author)
- University of California, Santa Cruz
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- Torre, Riccardo (author)
- INFN Section of Genova
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- Thorne, Robert (author)
- University College London
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- Waltenberger, Wolfgang (author)
- University of Vienna
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- Wardle, Nicholas (author)
- Imperial College London
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- Wittbrodt, Jonas (author)
- Lund University,Lunds universitet,Teoretisk partikelfysik - Geonomgår omorganisation,Institutionen för astronomi och teoretisk fysik - Genomgår omorganisation,Naturvetenskapliga fakulteten,Theoretical Particle Physics - Undergoing reorganization,Department of Astronomy and Theoretical Physics - Undergoing reorganization,Faculty of Science
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(creator_code:org_t)
- 2022
- 2022
- English.
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In: SciPost Physics. - 2542-4653. ; 12:1
- Related links:
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https://doi.org/10.2...
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http://dx.doi.org/10... (free)
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https://urn.kb.se/re...
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https://doi.org/10.2...
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https://lup.lub.lu.s...
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Abstract
Subject headings
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- The statistical models used to derive the results of experimental analyses are of incredible scientific value and are essential information for analysis preservation and reuse. In this paper, we make the scientific case for systematically publishing the full statistical models and discuss the technical developments that make this practical. By means of a variety of physics cases - including parton distribution functions, Higgs boson measurements, effective field theory interpretations, direct searches for new physics, heavy flavor physics, direct dark matter detection, world averages, and beyond the Standard Model global fits - we illustrate how detailed information on the statistical modelling can enhance the short- and long-term impact of experimental results.
Subject headings
- NATURVETENSKAP -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
- NATURAL SCIENCES -- Mathematics -- Probability Theory and Statistics (hsv//eng)
- NATURVETENSKAP -- Fysik -- Subatomär fysik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Subatomic Physics (hsv//eng)
Publication and Content Type
- ref (subject category)
- art (subject category)
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To the university's database
- By the author/editor
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Cranmer, Kyle
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Kraml, Sabine
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Prosper, Harriso ...
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Bechtle, Philip
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Bernlochner, Flo ...
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Bloch, Itay M.
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show more...
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Canonero, Enzo
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Chrzaszcz, Marci ...
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Coccaro, Andrea
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Conrad, Jan
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Cowan, Glen
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Feickert, Matthe ...
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Ferreiro, Nahuel ...
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Fowlie, Andrew
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Heinrich, Lukas
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Held, Alexander
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Kuhr, Thomas
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Kvellestad, Ande ...
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Madigan, Maeve
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Mahmoudi, Farvah
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Morå, Knut D.
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Neubauer, Mark S ...
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Pierini, Maurizi ...
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Rojo, Juan
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Sekmen, Sezen
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Silvestrini, Luc ...
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Sanz, Veronica
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Stark, Giordon
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Torre, Riccardo
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Thorne, Robert
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Waltenberger, Wo ...
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Wardle, Nicholas
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Wittbrodt, Jonas
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show less...
- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Mathematics
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and Probability Theo ...
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Physical Science ...
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and Subatomic Physic ...
- Articles in the publication
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SciPost Physics
- By the university
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Stockholm University
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Lund University